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Comprehensive resources on Generative AI, including a detailed roadmap, projects, use cases, interview preparation, and coding preparation.
This repository contains a comprehensive computer vision/machine learning football project that uses YOLO for object detection, Kmeans for pixel segmentation, optical flow for motion tracking, and โฆ
LLM-PowerHouse: Unleash LLMs' potential through curated tutorials, best practices, and ready-to-use code for custom training and inferencing.
Slides, notes, and materials for the workshop
20+ high-performance LLMs with recipes to pretrain, finetune and deploy at scale.
The standard data-centric AI package for data quality and machine learning with messy, real-world data and labels.
21 Lessons, Get Started Building with Generative AI ๐ https://microsoft.github.io/generative-ai-for-beginners/
A one stop repository for generative AI research updates, interview resources, notebooks and much more!
Implement a ChatGPT-like LLM in PyTorch from scratch, step by step
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.
A curated list of Artificial Intelligence (AI) courses, books, video lectures and papers.
An LLM-powered advanced RAG pipeline built from scratch
Chat with PDF using Zephyr 7B Alpha, Langchain, ChromaDB, and Gradio with Free Google Colab
Generate textbook-quality synthetic LLM pretraining data
A curated list of free courses with certifications.
NLP Projects playlist
Azure OpenAI Samples is a collection of code samples illustrating how to use Azure Open AI in creating AI solution for various use cases across industries. This repository is mained by a community โฆ
The repository for all Azure OpenAI Samples complementing the OpenAI cookbook.
Azure Cognitive Search + Azure OpenAI Accelerator
Practical guide to build end-to-end machine learning pipeline and deploy your model in production,
MSUSAzureAccelerators / Azure-Cognitive-Search-Azure-OpenAI-Accelerator
Forked from pablomarin/GPT-Azure-Search-EngineAI Agents - GPT Smart Search Engine - Bot Framework + Azure OpenAI + Azure AI Search + Azure SQL + Bing API + Azure Document Intelligence + LangChain + CosmosDB